50%
Lower product cost from a laser illumination system I conceived and invented for high-speed rail imaging, which also improved image quality, speed capability, and reliability. Lead inventor, U.S. Patent Application No. 19/545,297 (patent pending).
Lead inventor · Rail & machine vision
200 GB/s
Aggregate read throughput, alongside 140 GB/s aggregate write, achieved across multiple acquisition and processing hosts at the same time. The storage was architected into 12U of rack for ML image processing on rail inspection portals.
High-throughput infrastructure
12 EDCs
Edge data centers designed and implemented trackside for rail inspection portals, ranging from 67 kW to 192 kW, running image processing, data storage, and AI inferencing at the edge.
Edge data centers · Power & cooling
$10M+
Concurrent authority over four budgets at Duos (product, IT, development, and AI), including building the forward-year forecast for all four.
Budget & forecasting
17 people
Led concurrently across three functions (IT, development, and AI) for more than six months, after building the IT operations unit and a worldwide service-delivery team.
Team leadership
200+
Sites under unified technology operations across a national footprint — lower overhead, higher resilience, standardized systems.
Distributed IT operations
Zero
Operational downtime while designing and executing APR Energy's standalone infrastructure separation — identity, network, security, and monitoring rebuilt live.
Separation & continuity
20 yrs
Of accumulated technical debt eliminated — legacy infrastructure modernized to current compliance, uptime, and supportability standards.
Modernization
46→98%
Customer satisfaction improvement at a corporate service desk, driven by new support processes and a self-built self-service resolution tool.
Customer experience
$518K
Annual savings consolidating ISP, cellular, telephone, and copier services across a 200+ site distributed footprint.
Cost optimization
+150%
Workforce-utilization gain overcoming staffing shortages — the technician team built there became a hiring pipeline for other departments.
Team performance
2 hrs
Saved per claim package by an AI workflow, built for a consulting client, that collects and summarizes insurance documentation for human claim approval.
Applied AI · Consulting